In addition to expertise, we have built significant computational infrastructure to handle the large volume of data produced in phenotypic screening. Key computations systems include: A dedicated image analysis server with 40 logical processors, 192 GB of RAM, GPU processor, and 20 Tb of local storage; 4 peripheral workstations each with at least 10 logical processors, 64 GB of RAM, and a GPU; A centralized data server with a storage capacity of 100Tb. All computational resources can be utilized as a single unit using server management and task automation tools in Pipeline Pilot.

Statistical services

Assay design optimization

Assay performance evaluation

Data normalization and integration

Exploratory analysis

Development of automated classifiers using state-of-art machine learning techniques